Files
ml_debug/AGENTS.md
T
wassnameandClaudypoo 3a58c54170 follow the skill spec: references/ not refs/, and namespaced subskill names
- refs/ -> references/, the folder name the Agent Skills spec uses and the one
  Hermes skips when it walks for nested skills.
- rl and pinn declared name: rl and name: pinn, which are global names in a flat
  skill namespace. Now ml-debug-rl and ml-debug-pinn. They also called themselves
  sub-skills of 'ml-debugging', which is not this skill's name.
- Drop the dead link to SKILL_old.md. It moved into gitignored slop/, so the link
  was broken for anyone who cloned.
- Route references/llm_judge_litreview.md, the one reference SKILL.md never named.
- Description leads with the trigger situations. Hermes truncates it to 57 chars.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
2026-08-27 09:59:01 +08:00

1.1 KiB

Local Instructions

Quote-first evidence

When adding evidence or appendix material for this skill, prefer the expert's own words over assistant synthesis. These sources are high-level SME material, often above current frontier LLM taste and more diverse than model priors. Quoting them is grounding data; rewording them injects assistant bias.

  • Use generous quote blocks, usually 2-3 sentences or a full paragraph.
  • Preserve the author's paragraph flow. Do not insert blank blockquote lines between sentences from the same paragraph; it makes expert prose harder to read and adds fake structure.
  • Keep editorial text sparse and mostly for routing: why this source is here, when to read it, and what local file it supports.
  • Do not atomize useful source material into tiny one-line quotes when a longer block preserves the author's reasoning.
  • Put lower-relevance sources in "See also" rather than forcing a synthetic narrative around them.
  • In SKILL.md, link to reference docs like references/research_taste.md instead of copying a long assistant-written summary.